Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 893 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 76.9 KiB |
| Average record size in memory | 88.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 2 |
Ram is highly overall correlated with price | High correlation |
price is highly overall correlated with Ram and 2 other fields | High correlation |
resolution_height is highly overall correlated with price and 1 other fields | High correlation |
resolution_width is highly overall correlated with price and 1 other fields | High correlation |
ROM_type is highly imbalanced (83.9%) | Imbalance |
warranty is highly imbalanced (75.6%) | Imbalance |
name is uniformly distributed | Uniform |
ROM has 12 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-06 04:39:52.169068 |
|---|---|
| Analysis finished | 2024-08-06 04:40:56.597089 |
| Duration | 1 minute and 4.43 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
brand
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0526316 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 21 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 5.9619991 |
|---|---|
| Coefficient of variation (CV) | 0.65859292 |
| Kurtosis | 0.16440031 |
| Mean | 9.0526316 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.64260638 |
| Sum | 8084 |
| Variance | 35.545433 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 186 | |
| 14 | 169 | |
| 3 | 157 | |
| 6 | 107 | |
| 1 | 84 | |
| 15 | 65 | 7.3% |
| 21 | 28 | 3.1% |
| 2 | 16 | 1.8% |
| 12 | 15 | 1.7% |
| 13 | 9 | 1.0% |
| Other values (20) | 57 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 84 | |
| 2 | 16 | 1.8% |
| 3 | 157 | |
| 4 | 1 | 0.1% |
| 5 | 3 | 0.3% |
| 6 | 107 | |
| 7 | 6 | 0.7% |
| 8 | 8 | 0.9% |
| 9 | 186 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.1% |
| 28 | 4 | 0.4% |
| 27 | 8 | 0.9% |
| 26 | 3 | 0.3% |
| 25 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 23 | 4 | 0.4% |
| 22 | 3 | 0.3% |
| 21 | 28 | |
| 20 | 3 | 0.3% |
name
Real number (ℝ)
UNIFORM 
| Distinct | 815 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 405.85442 |
| Minimum | 0 |
|---|---|
| Maximum | 814 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 39.6 |
| Q1 | 204 |
| median | 401 |
| Q3 | 609 |
| 95-th percentile | 771.4 |
| Maximum | 814 |
| Range | 814 |
| Interquartile range (IQR) | 405 |
Descriptive statistics
| Standard deviation | 234.97754 |
|---|---|
| Coefficient of variation (CV) | 0.57897002 |
| Kurtosis | -1.1828226 |
| Mean | 405.85442 |
| Median Absolute Deviation (MAD) | 202 |
| Skewness | 0.014281278 |
| Sum | 362428 |
| Variance | 55214.445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 306 | 4 | 0.4% |
| 297 | 4 | 0.4% |
| 194 | 3 | 0.3% |
| 390 | 3 | 0.3% |
| 762 | 3 | 0.3% |
| 24 | 2 | 0.2% |
| 380 | 2 | 0.2% |
| 766 | 2 | 0.2% |
| 439 | 2 | 0.2% |
| 209 | 2 | 0.2% |
| Other values (805) | 866 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 2 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 814 | 1 | |
| 813 | 1 | |
| 812 | 1 | |
| 811 | 2 | |
| 810 | 1 | |
| 809 | 1 | |
| 808 | 1 | |
| 807 | 1 | |
| 806 | 1 | |
| 805 | 1 |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 464 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79907.41 |
| Minimum | 9999 |
|---|---|
| Maximum | 450039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 9999 |
|---|---|
| 5-th percentile | 26995.4 |
| Q1 | 44500 |
| median | 61990 |
| Q3 | 90990 |
| 95-th percentile | 199990 |
| Maximum | 450039 |
| Range | 440040 |
| Interquartile range (IQR) | 46490 |
Descriptive statistics
| Standard deviation | 60880.044 |
|---|---|
| Coefficient of variation (CV) | 0.76188233 |
| Kurtosis | 9.5323276 |
| Mean | 79907.41 |
| Median Absolute Deviation (MAD) | 22390 |
| Skewness | 2.7096943 |
| Sum | 71357317 |
| Variance | 3.7063797 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49990 | 16 | 1.8% |
| 37990 | 13 | 1.5% |
| 59990 | 12 | 1.3% |
| 47990 | 11 | 1.2% |
| 64990 | 11 | 1.2% |
| 54990 | 11 | 1.2% |
| 79990 | 11 | 1.2% |
| 33990 | 11 | 1.2% |
| 57990 | 11 | 1.2% |
| 62990 | 11 | 1.2% |
| Other values (454) | 775 |
| Value | Count | Frequency (%) |
| 9999 | 1 | 0.1% |
| 10990 | 3 | |
| 12990 | 1 | 0.1% |
| 13990 | 1 | 0.1% |
| 14490 | 1 | 0.1% |
| 14990 | 1 | 0.1% |
| 15990 | 2 | |
| 16990 | 1 | 0.1% |
| 17990 | 1 | 0.1% |
| 18990 | 2 |
| Value | Count | Frequency (%) |
| 450039 | 1 | |
| 429990 | 1 | |
| 420000 | 1 | |
| 419990 | 1 | |
| 415000 | 1 | |
| 399999 | 1 | |
| 390914 | 1 | |
| 362999 | 1 | |
| 344990 | 1 | |
| 339990 | 1 |
spec_rating
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.379026 |
| Minimum | 60 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 66 |
| median | 69.323529 |
| Q3 | 71 |
| 95-th percentile | 80 |
| Maximum | 89 |
| Range | 29 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.5415547 |
|---|---|
| Coefficient of variation (CV) | 0.07987363 |
| Kurtosis | 1.3926635 |
| Mean | 69.379026 |
| Median Absolute Deviation (MAD) | 2.3235294 |
| Skewness | 0.8621133 |
| Sum | 61955.471 |
| Variance | 30.708828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.32352941 | 292 | |
| 60 | 48 | 5.4% |
| 71 | 44 | 4.9% |
| 70 | 43 | 4.8% |
| 62 | 42 | 4.7% |
| 64 | 39 | 4.4% |
| 67 | 39 | 4.4% |
| 66 | 37 | 4.1% |
| 65 | 37 | 4.1% |
| 69 | 35 | 3.9% |
| Other values (20) | 237 |
| Value | Count | Frequency (%) |
| 60 | 48 | |
| 61 | 7 | 0.8% |
| 62 | 42 | |
| 63 | 32 | |
| 64 | 39 | |
| 65 | 37 | |
| 66 | 37 | |
| 67 | 39 | |
| 68 | 6 | 0.7% |
| 69 | 35 |
| Value | Count | Frequency (%) |
| 89 | 5 | |
| 88 | 4 | 0.4% |
| 86 | 4 | 0.4% |
| 85 | 6 | |
| 84 | 4 | 0.4% |
| 83 | 9 | |
| 82 | 6 | |
| 81 | 3 | 0.3% |
| 80 | 12 | |
| 79 | 10 |
processor
Real number (ℝ)
| Distinct | 184 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.400896 |
| Minimum | 0 |
|---|---|
| Maximum | 183 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 37 |
| median | 62 |
| Q3 | 112 |
| 95-th percentile | 163 |
| Maximum | 183 |
| Range | 183 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 45.795809 |
|---|---|
| Coefficient of variation (CV) | 0.61552766 |
| Kurtosis | -0.7547947 |
| Mean | 74.400896 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.57525463 |
| Sum | 66440 |
| Variance | 2097.2561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 49 | 5.5% |
| 58 | 41 | 4.6% |
| 34 | 38 | 4.3% |
| 15 | 36 | 4.0% |
| 40 | 33 | 3.7% |
| 68 | 18 | 2.0% |
| 126 | 17 | 1.9% |
| 42 | 17 | 1.9% |
| 129 | 17 | 1.9% |
| 73 | 16 | 1.8% |
| Other values (174) | 611 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 4 | |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 183 | 1 | 0.1% |
| 182 | 1 | 0.1% |
| 181 | 1 | 0.1% |
| 180 | 1 | 0.1% |
| 179 | 1 | 0.1% |
| 178 | 1 | 0.1% |
| 177 | 4 | |
| 176 | 9 | |
| 175 | 2 | 0.2% |
| 174 | 2 | 0.2% |
CPU
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.470325 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 28 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 9.2608235 |
|---|---|
| Coefficient of variation (CV) | 0.59861856 |
| Kurtosis | -1.2576884 |
| Mean | 15.470325 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.29267463 |
| Sum | 13815 |
| Variance | 85.762852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 130 | |
| 19 | 126 | |
| 1 | 125 | |
| 24 | 102 | |
| 6 | 83 | |
| 17 | 55 | |
| 8 | 50 | 5.6% |
| 18 | 44 | 4.9% |
| 22 | 43 | 4.8% |
| 16 | 36 | 4.0% |
| Other values (19) | 99 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 125 | |
| 2 | 26 | 2.9% |
| 3 | 2 | 0.2% |
| 4 | 2 | 0.2% |
| 5 | 2 | 0.2% |
| 6 | 83 | |
| 7 | 9 | 1.0% |
| 8 | 50 | 5.6% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 28 | 130 | |
| 27 | 4 | 0.4% |
| 26 | 2 | 0.2% |
| 25 | 4 | 0.4% |
| 24 | 102 | |
| 23 | 1 | 0.1% |
| 22 | 43 | 4.8% |
| 21 | 5 | 0.6% |
| 20 | 3 | 0.3% |
| 19 | 126 |
Ram
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2418813 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.4018289 |
|---|---|
| Coefficient of variation (CV) | 0.74087503 |
| Kurtosis | -1.8864431 |
| Mean | 3.2418813 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.20754731 |
| Sum | 2895 |
| Variance | 5.7687821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 456 | |
| 6 | 369 | |
| 3 | 40 | 4.5% |
| 4 | 22 | 2.5% |
| 5 | 3 | 0.3% |
| 0 | 2 | 0.2% |
| 2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 456 | |
| 2 | 1 | 0.1% |
| 3 | 40 | 4.5% |
| 4 | 22 | 2.5% |
| 5 | 3 | 0.3% |
| 6 | 369 |
| Value | Count | Frequency (%) |
| 6 | 369 | |
| 5 | 3 | 0.3% |
| 4 | 22 | 2.5% |
| 3 | 40 | 4.5% |
| 2 | 1 | 0.1% |
| 1 | 456 | |
| 0 | 2 | 0.2% |
Ram_type
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7402016 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3731794 |
|---|---|
| Coefficient of variation (CV) | 0.63450576 |
| Kurtosis | -0.24288961 |
| Mean | 3.7402016 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.0620087 |
| Sum | 3340 |
| Variance | 5.6319807 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 499 | |
| 4 | 166 | 18.6% |
| 8 | 145 | 16.2% |
| 6 | 41 | 4.6% |
| 5 | 14 | 1.6% |
| 7 | 13 | 1.5% |
| 11 | 7 | 0.8% |
| 1 | 3 | 0.3% |
| 9 | 2 | 0.2% |
| 3 | 1 | 0.1% |
| Other values (2) | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 3 | 0.3% |
| 2 | 499 | |
| 3 | 1 | 0.1% |
| 4 | 166 | 18.6% |
| 5 | 14 | 1.6% |
| 6 | 41 | 4.6% |
| 7 | 13 | 1.5% |
| 8 | 145 | 16.2% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 7 | 0.8% |
| 10 | 1 | 0.1% |
| 9 | 2 | 0.2% |
| 8 | 145 | 16.2% |
| 7 | 13 | 1.5% |
| 6 | 41 | 4.6% |
| 5 | 14 | 1.6% |
| 4 | 166 | 18.6% |
| 3 | 1 | 0.1% |
| 2 | 499 |
ROM
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9305711 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 12 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7435645 |
|---|---|
| Coefficient of variation (CV) | 0.44359063 |
| Kurtosis | -0.78223859 |
| Mean | 3.9305711 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0494897 |
| Sum | 3510 |
| Variance | 3.0400173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 634 | |
| 1 | 188 | 21.1% |
| 2 | 42 | 4.7% |
| 0 | 12 | 1.3% |
| 3 | 10 | 1.1% |
| 6 | 5 | 0.6% |
| 4 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 12 | 1.3% |
| 1 | 188 | 21.1% |
| 2 | 42 | 4.7% |
| 3 | 10 | 1.1% |
| 4 | 2 | 0.2% |
| 5 | 634 | |
| 6 | 5 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 5 | 0.6% |
| 5 | 634 | |
| 4 | 2 | 0.2% |
| 3 | 10 | 1.1% |
| 2 | 42 | 4.7% |
| 1 | 188 | 21.1% |
| 0 | 12 | 1.3% |
ROM_type
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.7 KiB |
| 1 | |
|---|---|
| 0 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 872 | |
| 0 | 21 | 2.4% |
GPU
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.7514 |
| Minimum | 0 |
|---|---|
| Maximum | 133 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24.6 |
| Q1 | 53 |
| median | 80 |
| Q3 | 115 |
| 95-th percentile | 126 |
| Maximum | 133 |
| Range | 133 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 36.399977 |
|---|---|
| Coefficient of variation (CV) | 0.44525203 |
| Kurtosis | -1.1236854 |
| Mean | 81.7514 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | -0.36958627 |
| Sum | 73004 |
| Variance | 1324.9583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 123 | 107 | 12.0% |
| 126 | 63 | 7.1% |
| 112 | 61 | 6.8% |
| 79 | 55 | 6.2% |
| 80 | 54 | 6.0% |
| 111 | 51 | 5.7% |
| 33 | 50 | 5.6% |
| 63 | 42 | 4.7% |
| 31 | 39 | 4.4% |
| 53 | 36 | 4.0% |
| Other values (124) | 335 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 3 | |
| 2 | 1 | 0.1% |
| 3 | 4 | |
| 4 | 2 | 0.2% |
| 5 | 3 | |
| 6 | 1 | 0.1% |
| 7 | 5 | |
| 8 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 133 | 1 | 0.1% |
| 132 | 2 | 0.2% |
| 131 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 129 | 1 | 0.1% |
| 128 | 2 | 0.2% |
| 127 | 4 | 0.4% |
| 126 | 63 | |
| 125 | 3 | 0.3% |
| 124 | 4 | 0.4% |
display_size
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.173751 |
| Minimum | 11.6 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 11.6 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 14 |
| median | 15.6 |
| Q3 | 15.6 |
| 95-th percentile | 16 |
| Maximum | 18 |
| Range | 6.4 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.93909503 |
|---|---|
| Coefficient of variation (CV) | 0.061889444 |
| Kurtosis | 0.56612155 |
| Mean | 15.173751 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.80858315 |
| Sum | 13550.16 |
| Variance | 0.88189948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.6 | 464 | |
| 14 | 214 | |
| 16 | 112 | 12.5% |
| 13.3 | 28 | 3.1% |
| 16.1 | 21 | 2.4% |
| 17.3 | 14 | 1.6% |
| 14.1 | 7 | 0.8% |
| 11.6 | 7 | 0.8% |
| 17 | 5 | 0.6% |
| 13.4 | 4 | 0.4% |
| Other values (8) | 17 | 1.9% |
| Value | Count | Frequency (%) |
| 11.6 | 7 | 0.8% |
| 13.3 | 28 | 3.1% |
| 13.4 | 4 | 0.4% |
| 13.5 | 2 | 0.2% |
| 13.6 | 2 | 0.2% |
| 14 | 214 | |
| 14.1 | 7 | 0.8% |
| 14.2 | 4 | 0.4% |
| 15 | 3 | 0.3% |
| 15.3 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | 0.1% |
| 17.3 | 14 | 1.6% |
| 17 | 5 | 0.6% |
| 16.2 | 2 | 0.2% |
| 16.1 | 21 | 2.4% |
| 16 | 112 | 12.5% |
| 15.6 | 464 | |
| 15.56 | 1 | 0.1% |
| 15.3 | 2 | 0.2% |
| 15 | 3 | 0.3% |
resolution_width
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2035.3931 |
| Minimum | 1080 |
|---|---|
| Maximum | 3840 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1080 |
|---|---|
| 5-th percentile | 1366 |
| Q1 | 1920 |
| median | 1920 |
| Q3 | 1920 |
| 95-th percentile | 2880 |
| Maximum | 3840 |
| Range | 2760 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 426.07601 |
|---|---|
| Coefficient of variation (CV) | 0.20933353 |
| Kurtosis | 4.9916138 |
| Mean | 2035.3931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8360547 |
| Sum | 1817606 |
| Variance | 181540.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1920 | 680 | |
| 2560 | 70 | 7.8% |
| 1366 | 41 | 4.6% |
| 2880 | 40 | 4.5% |
| 3840 | 14 | 1.6% |
| 3200 | 11 | 1.2% |
| 1080 | 8 | 0.9% |
| 1600 | 5 | 0.6% |
| 3024 | 4 | 0.4% |
| 3456 | 4 | 0.4% |
| Other values (8) | 16 | 1.8% |
| Value | Count | Frequency (%) |
| 1080 | 8 | 0.9% |
| 1200 | 4 | 0.4% |
| 1280 | 2 | 0.2% |
| 1366 | 41 | 4.6% |
| 1440 | 1 | 0.1% |
| 1600 | 5 | 0.6% |
| 1920 | 680 | |
| 2160 | 3 | 0.3% |
| 2240 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3840 | 14 | 1.6% |
| 3456 | 4 | 0.4% |
| 3200 | 11 | 1.2% |
| 3072 | 1 | 0.1% |
| 3024 | 4 | 0.4% |
| 2880 | 40 | |
| 2560 | 70 | |
| 2496 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| 2240 | 2 | 0.2% |
resolution_height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 22 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1218.3247 |
| Minimum | 768 |
|---|---|
| Maximum | 3456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 768 |
|---|---|
| 5-th percentile | 1080 |
| Q1 | 1080 |
| median | 1080 |
| Q3 | 1200 |
| 95-th percentile | 1920 |
| Maximum | 3456 |
| Range | 2688 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 326.75688 |
|---|---|
| Coefficient of variation (CV) | 0.26820179 |
| Kurtosis | 5.7277028 |
| Mean | 1218.3247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1707962 |
| Sum | 1087964 |
| Variance | 106770.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1080 | 577 | |
| 1200 | 101 | 11.3% |
| 1600 | 53 | 5.9% |
| 768 | 41 | 4.6% |
| 1800 | 34 | 3.8% |
| 1440 | 15 | 1.7% |
| 1920 | 13 | 1.5% |
| 2400 | 11 | 1.2% |
| 2000 | 9 | 1.0% |
| 2560 | 6 | 0.7% |
| Other values (12) | 33 | 3.7% |
| Value | Count | Frequency (%) |
| 768 | 41 | 4.6% |
| 1024 | 2 | 0.2% |
| 1080 | 577 | |
| 1200 | 101 | 11.3% |
| 1280 | 1 | 0.1% |
| 1400 | 2 | 0.2% |
| 1440 | 15 | 1.7% |
| 1504 | 1 | 0.1% |
| 1600 | 53 | 5.9% |
| 1620 | 6 | 0.7% |
| Value | Count | Frequency (%) |
| 3456 | 1 | 0.1% |
| 2560 | 6 | 0.7% |
| 2400 | 11 | 1.2% |
| 2234 | 2 | 0.2% |
| 2160 | 6 | 0.7% |
| 2000 | 9 | 1.0% |
| 1964 | 4 | 0.4% |
| 1920 | 13 | 1.5% |
| 1864 | 2 | 0.2% |
| 1800 | 34 |
OS
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.447928 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.9839119 |
|---|---|
| Coefficient of variation (CV) | 0.17329877 |
| Kurtosis | 15.808599 |
| Mean | 11.447928 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.015505 |
| Sum | 10223 |
| Variance | 3.9359066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 782 | |
| 10 | 28 | 3.1% |
| 3 | 18 | 2.0% |
| 11 | 15 | 1.7% |
| 7 | 12 | 1.3% |
| 9 | 10 | 1.1% |
| 1 | 10 | 1.1% |
| 13 | 9 | 1.0% |
| 8 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| Other values (4) | 5 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 10 | |
| 2 | 2 | 0.2% |
| 3 | 18 | |
| 4 | 2 | 0.2% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 12 | |
| 8 | 2 | 0.2% |
| 9 | 10 |
| Value | Count | Frequency (%) |
| 13 | 9 | 1.0% |
| 12 | 782 | |
| 11 | 15 | 1.7% |
| 10 | 28 | 3.1% |
| 9 | 10 | 1.1% |
| 8 | 2 | 0.2% |
| 7 | 12 | 1.3% |
| 6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4 | 2 | 0.2% |
warranty
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.7 KiB |
| 1 | |
|---|---|
| 2 | 59 |
| 3 | 9 |
| 0 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 893 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 819 | |
| 2 | 59 | 6.6% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
| CPU | GPU | OS | ROM | ROM_type | Ram | Ram_type | brand | display_size | name | price | processor | resolution_height | resolution_width | spec_rating | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CPU | 1.000 | -0.259 | -0.128 | 0.134 | 0.109 | 0.122 | -0.131 | 0.036 | -0.023 | 0.011 | -0.278 | 0.182 | -0.156 | -0.107 | -0.057 | 0.087 |
| GPU | -0.259 | 1.000 | -0.024 | 0.041 | 0.000 | 0.179 | 0.022 | 0.073 | -0.378 | -0.143 | -0.329 | -0.300 | -0.084 | -0.185 | -0.279 | 0.131 |
| OS | -0.128 | -0.024 | 1.000 | 0.061 | 0.382 | -0.152 | 0.084 | -0.002 | 0.122 | 0.049 | 0.046 | -0.047 | -0.004 | -0.010 | 0.045 | 0.302 |
| ROM | 0.134 | 0.041 | 0.061 | 1.000 | 0.440 | 0.153 | -0.186 | 0.025 | -0.149 | -0.032 | -0.332 | -0.137 | -0.285 | -0.288 | -0.294 | 0.040 |
| ROM_type | 0.109 | 0.000 | 0.382 | 0.440 | 1.000 | 0.373 | 0.176 | 0.116 | 0.319 | 0.103 | 0.089 | 0.253 | 0.158 | 0.112 | 0.000 | 0.000 |
| Ram | 0.122 | 0.179 | -0.152 | 0.153 | 0.373 | 1.000 | -0.222 | -0.010 | -0.081 | -0.164 | -0.570 | -0.124 | -0.342 | -0.256 | -0.203 | 0.061 |
| Ram_type | -0.131 | 0.022 | 0.084 | -0.186 | 0.176 | -0.222 | 1.000 | 0.051 | -0.041 | -0.136 | 0.351 | 0.256 | 0.379 | 0.257 | 0.188 | 0.104 |
| brand | 0.036 | 0.073 | -0.002 | 0.025 | 0.116 | -0.010 | 0.051 | 1.000 | 0.015 | -0.173 | 0.020 | -0.106 | -0.003 | -0.034 | 0.006 | 0.366 |
| display_size | -0.023 | -0.378 | 0.122 | -0.149 | 0.319 | -0.081 | -0.041 | 0.015 | 1.000 | 0.034 | 0.268 | 0.032 | 0.113 | 0.175 | 0.347 | 0.082 |
| name | 0.011 | -0.143 | 0.049 | -0.032 | 0.103 | -0.164 | -0.136 | -0.173 | 0.034 | 1.000 | 0.159 | 0.044 | 0.195 | 0.199 | 0.048 | 0.145 |
| price | -0.278 | -0.329 | 0.046 | -0.332 | 0.089 | -0.570 | 0.351 | 0.020 | 0.268 | 0.159 | 1.000 | 0.151 | 0.613 | 0.515 | 0.432 | 0.102 |
| processor | 0.182 | -0.300 | -0.047 | -0.137 | 0.253 | -0.124 | 0.256 | -0.106 | 0.032 | 0.044 | 0.151 | 1.000 | 0.108 | 0.079 | 0.175 | 0.122 |
| resolution_height | -0.156 | -0.084 | -0.004 | -0.285 | 0.158 | -0.342 | 0.379 | -0.003 | 0.113 | 0.195 | 0.613 | 0.108 | 1.000 | 0.702 | 0.276 | 0.082 |
| resolution_width | -0.107 | -0.185 | -0.010 | -0.288 | 0.112 | -0.256 | 0.257 | -0.034 | 0.175 | 0.199 | 0.515 | 0.079 | 0.702 | 1.000 | 0.253 | 0.070 |
| spec_rating | -0.057 | -0.279 | 0.045 | -0.294 | 0.000 | -0.203 | 0.188 | 0.006 | 0.347 | 0.048 | 0.432 | 0.175 | 0.276 | 0.253 | 1.000 | 0.089 |
| warranty | 0.087 | 0.131 | 0.302 | 0.040 | 0.000 | 0.061 | 0.104 | 0.366 | 0.082 | 0.145 | 0.102 | 0.122 | 0.082 | 0.070 | 0.089 | 1.000 |
| brand | name | price | spec_rating | processor | CPU | Ram | Ram_type | ROM | ROM_type | GPU | display_size | resolution_width | resolution_height | OS | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9 | 647 | 49900 | 73.000000 | 105 | 19 | 6 | 2 | 5 | 1 | 19 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 1 | 9 | 38 | 39900 | 60.000000 | 34 | 18 | 6 | 2 | 5 | 1 | 126 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 2 | 1 | 440 | 26990 | 69.323529 | 15 | 17 | 6 | 2 | 5 | 1 | 123 | 14.0 | 1920.0 | 1080.0 | 12 | 1 |
| 3 | 14 | 784 | 59729 | 66.000000 | 39 | 6 | 1 | 8 | 5 | 1 | 111 | 14.0 | 2240.0 | 1400.0 | 12 | 1 |
| 4 | 2 | 378 | 69990 | 69.323529 | 160 | 21 | 6 | 2 | 2 | 1 | 91 | 13.3 | 2560.0 | 1600.0 | 7 | 1 |
| 5 | 1 | 159 | 39990 | 62.000000 | 39 | 6 | 6 | 2 | 5 | 1 | 123 | 14.0 | 1920.0 | 1080.0 | 12 | 1 |
| 6 | 6 | 299 | 36790 | 60.000000 | 34 | 18 | 6 | 2 | 5 | 1 | 126 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 7 | 1 | 411 | 76990 | 63.000000 | 61 | 22 | 1 | 4 | 5 | 1 | 53 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 8 | 3 | 688 | 48990 | 64.000000 | 42 | 6 | 6 | 2 | 5 | 1 | 121 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 9 | 21 | 198 | 74990 | 68.000000 | 39 | 6 | 1 | 8 | 5 | 1 | 123 | 13.3 | 1080.0 | 1920.0 | 12 | 1 |
| brand | name | price | spec_rating | processor | CPU | Ram | Ram_type | ROM | ROM_type | GPU | display_size | resolution_width | resolution_height | OS | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 883 | 6 | 169 | 119990 | 73.000000 | 71 | 7 | 1 | 4 | 5 | 1 | 53 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 884 | 6 | 812 | 187490 | 79.000000 | 77 | 14 | 1 | 4 | 1 | 1 | 63 | 16.0 | 2560.0 | 1600.0 | 12 | 1 |
| 885 | 6 | 165 | 125699 | 75.000000 | 71 | 7 | 1 | 4 | 5 | 1 | 53 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 886 | 1 | 105 | 49990 | 69.323529 | 56 | 18 | 1 | 6 | 5 | 1 | 112 | 14.0 | 1920.0 | 1080.0 | 13 | 1 |
| 887 | 1 | 92 | 56990 | 69.323529 | 58 | 1 | 1 | 8 | 5 | 1 | 111 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 888 | 3 | 697 | 44990 | 69.323529 | 80 | 18 | 6 | 2 | 5 | 1 | 95 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 889 | 3 | 528 | 110000 | 71.000000 | 122 | 24 | 1 | 0 | 1 | 1 | 52 | 15.6 | 2560.0 | 1440.0 | 11 | 1 |
| 890 | 3 | 506 | 189990 | 89.000000 | 143 | 24 | 3 | 4 | 1 | 1 | 63 | 14.0 | 2560.0 | 1600.0 | 12 | 1 |
| 891 | 3 | 534 | 129990 | 73.000000 | 73 | 8 | 1 | 2 | 5 | 1 | 53 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |
| 892 | 3 | 530 | 131990 | 84.000000 | 143 | 24 | 1 | 2 | 1 | 1 | 53 | 15.6 | 1920.0 | 1080.0 | 12 | 1 |